Generalised linear models via the iteratively reweighted least squares algorithm. The functions perform logistic, Poisson and Gamma regression (ISBN:9780412317606), either for a single model or many regression models in a column-wise fashion.
| Version: | 1.0 |
| Depends: | R (≥ 4.2) |
| Imports: | Rcpp (≥ 1.0.13) |
| LinkingTo: | Rcpp (≥ 1.0.13), RcppEigen |
| Suggests: | Rfast, Rfast2 |
| Published: | 2025-12-11 |
| DOI: | 10.32614/CRAN.package.irls |
| Author: | Michail Tsagris [aut, cre], Nikolaos Kontemeniotis [aut], Christos Adam [aut] |
| Maintainer: | Michail Tsagris <mtsagris at uoc.gr> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | yes |
| CRAN checks: | irls results |
| Reference manual: | irls.html , irls.pdf |
| Package source: | irls_1.0.tar.gz |
| Windows binaries: | r-devel: irls_1.0.zip, r-release: irls_1.0.zip, r-oldrel: irls_1.0.zip |
| macOS binaries: | r-release (arm64): irls_1.0.tgz, r-oldrel (arm64): irls_1.0.tgz, r-release (x86_64): irls_1.0.tgz, r-oldrel (x86_64): irls_1.0.tgz |
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